Can I read Fair-MMHNet: Bias-Resistant Mental Health Model on EtoBox?
Fair-MMHNet: Bias-Resistant Mental Health Model by sheetanshumohan1 is a document available to read on EtoBox.
What is Fair-MMHNet: Bias-Resistant Mental Health Model about?
The Fair-MMHNet model addresses demographic bias in multimodal mental health assessments by integrating adversarial debiasing, fairness-constrained loss functions, and meta-learning-based adaptation. It utilizes audio, video, and text data to achieve accurate and equitable predictions across diverse demographic groups, significantly reducing bias while maintaining strong predictive performance. The model demonstrates improved fairness metrics and offers a practical solution for reliable mental health evalua
- Author
- sheetanshumohan1
- Language
- EN